{"id":35253399,"url":"https://github.com/spacetimeengineer/echoml","last_synced_at":"2026-03-17T20:12:27.703Z","repository":{"id":168322271,"uuid":"644004303","full_name":"spacetimeengineer/echoml","owner":"spacetimeengineer","description":"A machine-learning library designed to operate on echopype objects.","archived":false,"fork":false,"pushed_at":"2025-04-30T19:56:13.000Z","size":66376,"stargazers_count":1,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-01-02T14:21:45.761Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/spacetimeengineer.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-05-22T15:49:55.000Z","updated_at":"2025-05-30T08:16:48.000Z","dependencies_parsed_at":null,"dependency_job_id":"9a2de3e7-fb78-4874-bfe1-b991ae4e3207","html_url":"https://github.com/spacetimeengineer/echoml","commit_stats":null,"previous_names":["spacetimeengineer/echoml"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/spacetimeengineer/echoml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacetimeengineer%2Fechoml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacetimeengineer%2Fechoml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacetimeengineer%2Fechoml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacetimeengineer%2Fechoml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/spacetimeengineer","download_url":"https://codeload.github.com/spacetimeengineer/echoml/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spacetimeengineer%2Fechoml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30630269,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-17T17:32:55.572Z","status":"ssl_error","status_checked_at":"2026-03-17T17:32:38.732Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-12-30T07:17:33.957Z","updated_at":"2026-03-17T20:12:27.698Z","avatar_url":"https://github.com/spacetimeengineer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Download echoml\n\n1.) Download the zip file provided and unzip and open terminal outside directory.\n\n\n2.) Rename and navigate to 'echoml' directory\n\n    $ mv echoml-master echoml \u0026\u0026 cd echoml\n\n4.) Install package\n\n    $ pip3 install .\n\n\n# Example Usage\n\n1.) Navigate to directory with echoml.py script :\n\n    $ python3 echoml kmeans_config.json\n\n\n    \n2.) Modify json config (kmeans_config.json) to modify KMeans Cluster Maps\n\n```json\n\n{\n    \"path_config\" : {\n        \"EK_data_path\" : \"/resources\",\n        \"EK_data_filenames\" : [\"D20090405-T114914.raw\"],\n        \"save_path\" : \"generated\"\n        },\n    \"sonar_model\" : \"EK60\",\n    \"kmeans_config\" : {\n        \"frequency_list\" : [\n\n            \"120kHz\",\n            \"200kHz\"\n        ],\n        \"cluster_count\" : 6,\n        \"random_state\" : 42,\n        \"model\" : \"DIRECT\",\n        \"n_init\" : 100,\n        \"max_iter\" : 300\n    },\n    \"plotting\" : {\n        \"color_map\" : \"jet\",\n        \"plot\" : true\n    },\n    \"data_reduction\" : {\n        \"data_reduction_type\" : \"sample_number\",\n        \"range_meter_bin\" : 2,\n        \"ping_time_bin\" : \"2S\",\n        \"range_sample_num\" : 1,\n        \"ping_num\" : 1\n    },\n    \"noise_removal\" : true,\n    \"sub_selection\" : {\n        \"rectangular\" : {\n            \"ping_time_begin\" : null,\n            \"ping_time_end\" : null,\n            \"range_sample_begin\" : null,\n            \"range_sample_end\" : null\n        },\n        \"region_files\" : [\n            \"resources/zooplankton_patch.EVR\",\n            \"resources/zooplankton_patch1.EVR\",\n            \"resources/zooplankton_patch2.EVR\"\n        ],\n        \"line_files\" : [\n            \"resources/zooplankton_patch0.EVL\",\n            \"resources/zooplankton_patch2.EVL\"\n        ]\n    }\n}\n\n\n```\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspacetimeengineer%2Fechoml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fspacetimeengineer%2Fechoml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspacetimeengineer%2Fechoml/lists"}